トレンド分析とは？
Trends Analytics is the process of tracking how your brand's visibility in AI platforms changes over time. Instead of just seeing a snapshot of current mentions, you can visualize trends in mention frequency, sentiment, positioning, and share of voice across weeks and months.
Understanding trends is crucial for measuring the impact of your marketing campaigns, content strategies, and PR efforts on AI platform visibility. Are your efforts improving how AI represents your brand? Are you gaining or losing ground against competitors? Trends analytics answers these questions.
BuzzWatch automatically tracks all your brand metrics over time, generating trend charts, forecasts, and comparative analytics to help you make data-driven decisions about your AI visibility strategy.
主要な分析機能
時系列の可視性トレンド
Track how often your brand appears in AI responses week over week and month over month. Identify upward or downward trends and correlate changes with your marketing activities.
感情スコア追跡
Monitor changes in how positively or negatively AI platforms describe your brand over time. Detect sentiment shifts early and take action to protect or improve your reputation.
競合パフォーマンス比較
Compare your visibility trends against competitors in your space. See if you're gaining or losing share of voice and identify opportunities to outperform competitors.
パフォーマンス予測
Use historical trends to forecast future performance. Understand the trajectory of your AI visibility and set realistic goals for improvement.
トレンド分析の仕組み
Continuous Data Collection
BuzzWatch continuously monitors AI platforms for brand mentions, tracking all relevant metrics - frequency, sentiment, context, sources, and competitors - on an ongoing basis.
Time-Series Analysis
We aggregate data over different time periods (daily, weekly, monthly) and calculate trends, moving averages, and rate of change for all key metrics.
Comparative Benchmarking
Compare your trends against competitors, industry averages, and your own historical performance to understand relative positioning and performance.
Actionable Insights & Reporting
Access interactive dashboards with trend visualizations, automated reports showing significant changes, and AI-powered insights highlighting opportunities and risks.
時系列で追跡する指標
言及頻度
Track how often your brand appears in AI responses. Measure daily, weekly, and monthly mention volumes and identify growth trends.
感情スコア
Monitor sentiment trends from -100 (very negative) to +100 (very positive). Track sentiment improvements or degradations over time.
シェアオブボイス
Measure your brand's share of mentions compared to competitors. Track how your competitive position changes over time.